Soft Computing

Developments, Methods & Applications

Buch | Softcover

76 Seiten

2016
Nova Science Publishers Inc (Verlag)
978-1-63485-133-6 (ISBN)

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This book discusses developments, methods and applications of soft computing. Chapter One depicts the increasing efficiency of the soft computing algorithms and fuzzy information processing models by developing a library of universal analytic models for fuzzy arithmetic operations with asymmetrical triangular fuzzy numbers (TrFNs). Chapter Two examines the determination of stability number of layered slope using Adaptive Neuro-Fuzzy Inference System (ANFIS), Gaussian Process Regression (GPR), Relevance Vector Machine (RVM), Extreme Learning Machine (ELM). Chapter Three discusses the intensive developing of Soft Computing systems especially Wavelet-Neuro-Fuzzy Systems (WNFS) in Dynamic Data Mining tasks, when the data are fed sequentially to the processing in on-line mode.

Preface; Reduced Library of the Soft Computing Analytic Models for Arithmetic Operations with Asymmetrical Fuzzy Numbers; Determination of Stability Number of Layered Slope Using ANFIS, GPR, RVM & ELM; Multilayer Wavelet-Neuro-Fuzzy Systems in Dynamic Data Mining Tasks; Index.

Erscheinungsdatum	13.05.2016
Verlagsort	New York
Sprache	englisch
Maße	155 x 230 mm
Gewicht	358 g
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
ISBN-10	1-63485-133-1 / 1634851331
ISBN-13	978-1-63485-133-6 / 9781634851336
Zustand	Neuware